| Package | Description |
|---|---|
| org.jpmml.sparkml | |
| org.jpmml.sparkml.model |
| Modifier and Type | Class and Description |
|---|---|
class |
ClassificationModelConverter<T extends org.apache.spark.ml.PredictionModel<org.apache.spark.ml.linalg.Vector,T> & org.apache.spark.ml.param.shared.HasLabelCol & org.apache.spark.ml.param.shared.HasFeaturesCol & org.apache.spark.ml.param.shared.HasPredictionCol> |
class |
ClusteringModelConverter<T extends org.apache.spark.ml.Model<T> & org.apache.spark.ml.param.shared.HasFeaturesCol & org.apache.spark.ml.param.shared.HasPredictionCol> |
class |
RegressionModelConverter<T extends org.apache.spark.ml.PredictionModel<org.apache.spark.ml.linalg.Vector,T> & org.apache.spark.ml.param.shared.HasLabelCol & org.apache.spark.ml.param.shared.HasFeaturesCol & org.apache.spark.ml.param.shared.HasPredictionCol> |
| Modifier and Type | Method and Description |
|---|---|
static ModelConverter<?> |
ConverterUtil.createModelConverter(org.apache.spark.ml.Transformer transformer) |
| Modifier and Type | Class and Description |
|---|---|
class |
DecisionTreeClassificationModelConverter |
class |
DecisionTreeRegressionModelConverter |
class |
GBTClassificationModelConverter |
class |
GBTRegressionModelConverter |
class |
GeneralizedLinearRegressionModelConverter |
class |
KMeansModelConverter |
class |
LinearRegressionModelConverter |
class |
LogisticRegressionModelConverter |
class |
MultilayerPerceptronClassificationModelConverter |
class |
NaiveBayesModelConverter |
class |
RandomForestClassificationModelConverter |
class |
RandomForestRegressionModelConverter |
| Modifier and Type | Method and Description |
|---|---|
static <C extends ModelConverter<? extends M> & HasTreeOptions,M extends org.apache.spark.ml.Model<M> & org.apache.spark.ml.tree.DecisionTreeModel> |
TreeModelUtil.encodeDecisionTree(C converter,
org.jpmml.converter.PredicateManager predicateManager,
org.jpmml.converter.Schema schema) |
static <C extends ModelConverter<? extends M> & HasTreeOptions,M extends org.apache.spark.ml.Model<M> & org.apache.spark.ml.tree.DecisionTreeModel> |
TreeModelUtil.encodeDecisionTree(C converter,
org.jpmml.converter.Schema schema) |
static <C extends ModelConverter<? extends M> & HasTreeOptions,M extends org.apache.spark.ml.Model<M> & org.apache.spark.ml.tree.TreeEnsembleModel<T>,T extends org.apache.spark.ml.Model<T> & org.apache.spark.ml.tree.DecisionTreeModel> |
TreeModelUtil.encodeDecisionTreeEnsemble(C converter,
org.jpmml.converter.PredicateManager predicateManager,
org.jpmml.converter.Schema schema) |
static <C extends ModelConverter<? extends M> & HasTreeOptions,M extends org.apache.spark.ml.Model<M> & org.apache.spark.ml.tree.TreeEnsembleModel<T>,T extends org.apache.spark.ml.Model<T> & org.apache.spark.ml.tree.DecisionTreeModel> |
TreeModelUtil.encodeDecisionTreeEnsemble(C converter,
org.jpmml.converter.Schema schema) |
static <C extends ModelConverter<?> & HasRegressionOptions> |
RegressionTableUtil.simplify(C converter,
String identifier,
List<org.jpmml.converter.Feature> features,
List<Double> coefficients) |
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